| Literature DB >> 33490853 |
Fernanda L Alvarado1, Perrie O'Tierney-Ginn1, Patrick Catalano1,2.
Abstract
CONTEXT: Efforts to decrease the risk of developing metabolic complications of pregnancy such as gestational diabetes (GDM) through lifestyle intervention (decreasing excessive gestational weight gain (GWG)) during pregnancy have met with limited success.Entities:
Keywords: body composition; changes in insulin sensitivity; gestational diabetes; gestational weight gain; lifestyle intervention; pregnancy
Year: 2020 PMID: 33490853 PMCID: PMC7806201 DOI: 10.1210/jendso/bvaa195
Source DB: PubMed Journal: J Endocr Soc ISSN: 2472-1972
Pre-Gravid Maternal Characteristics
| NGT (n = 29) | GDM (n = 17) |
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| Maternal age (years) | 31.6 ± 4 | 32 ± 4 | 0.69 |
| Parity | 0.9 ± 0.6 | 1.0 ± 0.4 | 0.32 |
| Weight (kg) | 63 ± 13 | 68 ± 15 | 0.22 |
| Fat mass (kg) | 19 ± 10 | 21 ± 12 | 0.44 |
| Body fat (%) | 28 ± 8 | 30 ± 9 | 0.54 |
| Fat-free mass (kg) | 44 ± 5 | 46 ± 4 | 0.09 |
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| 1.Family history DM |
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| 2.Previous GDM |
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| Insulin response (first-phase) | 235 ± 136 | 246 ± 132 | 0.80 |
| Disposition index (IS × IR) | 28 ± 12 | 20 ± 18 | 0.19 |
Values are mean ± SD. P value was calculated using Student t test. Frequency data were analyzed by Chi-square test.
Abbreviations: GDM, gestational diabetes mellitus; IS, insulin sensitivity; IR, insulin response; NGT, normal glucose tolerance.
Study Variables; Absolute and Relative Change Difference Between NGT and GDM Women
| Absolute (Δ) | Relative (%Δ) | |||||
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| Variables | NGT (n = 29) | GDM (n = 17) |
| NGT (n = 29) | GDM (n = 17) |
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| Weight (kg) | 13 ± 5 | 12 ± 4 | 0.27 | 22 ± 7.7 | 18 ± 7.4 | 0.14 |
| Fat mass (kg) | 5 ± 3 | 3 ± 4 | 0.06 | 32 ± 26 | 20 ± 21 | 0.06 |
| Body fat (%) | 2 ± 4 | -0.4 ± 4 | 0.07 | 9 ± 16 | 0.8 ± 12 | 0.07 |
| Fat-free mass (kg) | 8 ± 3 | 9 ± 3 | 0.55 | 18 ± 7 | 19 ± 6 | 0.90 |
| Insulin sensitivity | -5 ± 2 | -4 ± 4 | 0.35 | -29 ± 17 | -33 ± 23 | 0.56 |
| Insulin response | 209 ± 122 | 168 ± 232 | 0.54 | 102 ± 84 | 90 ± 112 | 0.73 |
| Disposition index | 5 ± 7 | 3 ± 10 | 0.44 | 25 ± 40 | 12 ± 70 | 0.56 |
Values are mean ± SD. Absolute and relative change between values at 34-36 weeks and the pre-pregnancy period. P value was calculated by Student t test and it shows the difference between NGT and GDM women.
Abbreviations: GDM, gestational diabetes mellitus; NGT, normal glucose tolerance.
Relationship Between Absolute Changes of Glucose Metabolism Parameters and Absolute Change in Body Composition
| Δ Absolutea | Insulin sensitivity | Insulin response | Disposition index | |||||||||
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| β | SE |
| R2 | β | SE |
| R2 | β | SE |
| R2 | |
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| ALLb |
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| -0.01 | 0.18 | 0.94 | 0.00 | -0.32 | 0.17 | 0.06 | 0.10 |
| NGT |
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| 0.23 | 0.21 | 0.27 | 0.07 | -0.07 | 0.20 | 0.70 | 0.01 |
| GDM | -0.49 | 0.28 | 0.08 | 0.15 | -0.30 | 0.27 | 0.26 | 0.07 |
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| ALLb |
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| 0.03 | 0.18 | 0.86 | 0.00 | -0.28 | 0.18 | 0.12 | 0.07 |
| NGT | -0.25 | 0.14 | 0.07 | 0.10 | 0.18 | 0.26 | 0.48 | 0.04 | -0.16 | 0.23 | 0.47 | 0.04 |
| GDM | -0.44 | 0.28 | 0.11 | 0.13 | -0.13 | 0.26 | 0.61 | 0.02 | -0.43 | 0.26 | 0.09 | 0.14 |
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| ALLb | -0.24 | 0.14 | 0.08 | 0.06 | 0.03 | 0.17 | 0.83 | 0.00 | -0.12 | 0.17 | 0.48 | 0.01 |
| NGT | -0.17 | 0.13 | 0.20 | 0.05 | 0.13 | 0.19 | 0.49 | 0.02 | -0.10 | 0.17 | 0.55 | 0.02 |
| GDM | -0.27 | 0.33 | 0.41 | 0.04 | 0.13 | 0.29 | 0.53 | 0.02 | -0.24 | 0.31 | 0.44 | 0.02 |
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| ALLb | -0.24 | 0.14 | 0.09 | 0.05 | -0.05 | 0.18 | 0.76 | 0.00 | -0.17 | 0.17 | 0.31 | 0.03 |
| NGT |
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| 0.13 | 0.18 | 0.47 | 0.02 | 0.01 | 0.16 | 0.93 | 0.00 |
| GDM | -0.24 | 0.36 | 0.50 | 0.03 | -0.41 | 0.33 | 0.22 | 0.09 | -0.55 | 0.34 | 0.11 | 0.14 |
Abbreviations: β, beta coefficient; GDM, gestational diabetes mellitus; NGT, normal glucose tolerance.
aAbsolute change, individual difference between values at 34-36 weeks and the pre-pregnancy period.
bData were analyzed with both NGT and GDM women together. A positive coefficient implies an increase in absolute change. P value was calculated using simple linear regression.
Multilinear Regression Analysis for Factors That Affect Absolute Change in Insulin Sensitivity, Insulin Response, and Disposition Index
| Adjusted R square | Δ R square (ΔR2) |
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| Maternal Age (years) | 0.2 | 0.11 | |
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| Maternal PP weight | 0.22 | 0.04 | 0.20 |
| Parity | 0.23 | 0.01 | 0.13 |
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| Group (NGT) | 0.33 | 0.01 | 0.27 |
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| Maternal PP weight | 0.12 | 0.04 | 0.21 |
| Group (NGT) | 0.13 | 0.01 | 0.26 |
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| Maternal age (years) | 0.03 | 0.15 | |
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| Group (NGT) | 0.13 | 0.04 | 0.12 |
Absolute (Δ) changes between values at 34-36 weeks and the pre-pregnancy period. P value was calculated using multiple linear regression model. Abbreviations: NGT, normal glucose tolerance; PP, pre-pregnancy.